Ziegler Johannes C, Perry Conrad, Zorzi Marco
Aix-Marseille Universite, 13331 Marseille, Cedex 3, France. Johannes.Ziegler@ univ-provence.fr
J Exp Psychol Learn Mem Cogn. 2009 Jan;35(1):306-11. doi: 10.1037/a0013738.
S. O'Malley and D. Besner (2008) showed that additive effects of stimulus degradation and word frequency in reading aloud occur in the presence of nonwords but not in pure word lists. They argued that this dissociation presents a major challenge to interactive computational models of reading aloud and claimed that no currently implemented model is able to simulate additive effects in these conditions. In the current article, it is shown that the connectionist dual process model (CDP+) can simulate these effects because its nonlexical route is thresholded. The authors present a series of simulations showing that CDP+ can not only simulate the precise dissociation observed by O'Malley and Besner but more generally can produce additive effects for a wide range of parameter combinations and different sets of items. The nonlexical route of CDP+ was not modified post hoc to deal with the effects of stimulus quality, but it had been thresholded for principled reasons before it was known that these effects existed. Together, the effects of stimulus quality on word frequency do not challenge CDP+ but rather provide unexpected support for its architecture and processing dynamics.
S. 奥马利和D. 贝斯纳(2008年)表明,在朗读时,刺激退化和词频的累加效应出现在包含非词的情况下,而在纯单词列表中则不会出现。他们认为这种分离对朗读的交互式计算模型构成了重大挑战,并声称目前没有任何已实施的模型能够在这些条件下模拟累加效应。在当前这篇文章中,研究表明联结主义双加工模型(CDP+)能够模拟这些效应,因为其非词法路径是有阈值的。作者展示了一系列模拟结果,表明CDP+不仅能够模拟奥马利和贝斯纳所观察到的精确分离,而且更普遍地能够针对广泛的参数组合和不同的项目集产生累加效应。CDP+的非词法路径并非事后修改以应对刺激质量的影响,而是在得知这些效应存在之前,就出于原则性原因设置了阈值。总之,刺激质量对词频的影响并未对CDP+构成挑战,反而为其架构和加工动态提供了意想不到的支持。